Dataset statistics
| Number of variables | 72 |
|---|---|
| Number of observations | 2469 |
| Missing cells | 72 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.4 MiB |
| Average record size in memory | 576.1 B |
Variable types
| BOOL | 65 |
|---|---|
| NUM | 6 |
| CAT | 1 |
packages_running_com.android.launcher is highly correlated with packages_running_android and 14 other fields | High correlation |
packages_running_android is highly correlated with packages_running_com.android.launcher and 14 other fields | High correlation |
packages_running_com.android.nfc is highly correlated with packages_running_android and 14 other fields | High correlation |
packages_running_com.android.noisefield is highly correlated with packages_running_android and 14 other fields | High correlation |
packages_running_com.android.phone is highly correlated with packages_running_android and 14 other fields | High correlation |
packages_running_com.android.providers.contacts is highly correlated with packages_running_com.android.providers.applications and 1 other fields | High correlation |
packages_running_com.android.providers.applications is highly correlated with packages_running_com.android.providers.contacts and 1 other fields | High correlation |
packages_running_com.android.providers.drm is highly correlated with packages_running_com.android.providers.downloads and 1 other fields | High correlation |
packages_running_com.android.providers.downloads is highly correlated with packages_running_com.android.providers.drm and 1 other fields | High correlation |
packages_running_com.android.providers.media is highly correlated with packages_running_com.android.providers.downloads and 1 other fields | High correlation |
packages_running_com.android.providers.settings is highly correlated with packages_running_android and 14 other fields | High correlation |
packages_running_com.android.providers.telephony is highly correlated with packages_running_android and 14 other fields | High correlation |
packages_running_com.android.providers.userdictionary is highly correlated with packages_running_com.android.providers.applications and 1 other fields | High correlation |
packages_running_com.android.stk is highly correlated with packages_running_android and 14 other fields | High correlation |
packages_running_com.android.systemui is highly correlated with packages_running_android and 14 other fields | High correlation |
packages_running_com.google.android.apps.genie.geniewidget is highly correlated with packages_running_ch.smalltech.battery.free | High correlation |
packages_running_ch.smalltech.battery.free is highly correlated with packages_running_com.google.android.apps.genie.geniewidget | High correlation |
packages_running_com.google.android.apps.maps is highly correlated with packages_running_android and 14 other fields | High correlation |
packages_running_com.google.android.backup is highly correlated with packages_running_android and 14 other fields | High correlation |
packages_running_com.google.android.gsf is highly correlated with packages_running_android and 14 other fields | High correlation |
packages_running_com.google.android.inputmethod.latin is highly correlated with packages_running_android and 14 other fields | High correlation |
packages_running_com.google.android.syncadapters.contacts is highly correlated with packages_running_android and 14 other fields | High correlation |
packages_running_com.google.android.talk is highly correlated with packages_running_android and 14 other fields | High correlation |
packages_running_com.googlecode.android_scripting is highly correlated with packages_running_android and 14 other fields | High correlation |
battery_level has 1304 (52.8%) zeros | Zeros |
battery_plugged has 2343 (94.9%) zeros | Zeros |
battery_status has 1395 (56.5%) zeros | Zeros |
slot has 58 (2.3%) zeros | Zeros |
Reproduction
| Analysis started | 2020-12-05 15:39:16.151900 |
|---|---|
| Analysis finished | 2020-12-05 15:39:42.040590 |
| Duration | 25.89 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 41 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1495137763 |
|---|---|
| Minimum | -10 |
| Maximum | 30 |
| Zeros | 1304 |
| Zeros (%) | 52.8% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | -10 |
|---|---|
| 5-th percentile | -3 |
| Q1 | -1 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 30 |
| Range | 40 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 4.234982261 |
|---|---|
| Coefficient of variation (CV) | 28.32503041 |
| Kurtosis | 23.95285634 |
| Mean | 0.1495137763 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.671900267 |
| Sum | 369 |
| Variance | 17.93507475 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=41)
| Value | Count | Frequency (%) | |
| 0 | 1304 | 52.8% | |
| -1 | 737 | 29.9% | |
| -2 | 148 | 6.0% | |
| -3 | 60 | 2.4% | |
| -4 | 47 | 1.9% | |
| -5 | 20 | 0.8% | |
| 11 | 10 | 0.4% | |
| 2 | 9 | 0.4% | |
| 1 | 8 | 0.3% | |
| 24 | 8 | 0.3% | |
| Other values (31) | 117 | 4.7% |
| Value | Count | Frequency (%) | |
| -10 | 1 | < 0.1% | |
| -9 | 3 | 0.1% | |
| -8 | 2 | 0.1% | |
| -7 | 3 | 0.1% | |
| -6 | 8 | 0.3% |
| Value | Count | Frequency (%) | |
| 30 | 1 | < 0.1% | |
| 29 | 4 | 0.2% | |
| 28 | 4 | 0.2% | |
| 27 | 5 | 0.2% | |
| 26 | 4 | 0.2% |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05162749865 |
|---|---|
| Minimum | 0 |
| Maximum | 2 |
| Zeros | 2343 |
| Zeros (%) | 94.9% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.5 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2342992213 |
|---|---|
| Coefficient of variation (CV) | 4.538264054 |
| Kurtosis | 25.72861943 |
| Mean | 0.05162749865 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.885739024 |
| Sum | 127.4166667 |
| Variance | 0.05489612511 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 0 | 2343 | 94.9% | |
| 1 | 102 | 4.1% | |
| 0.5 | 12 | 0.5% | |
| 2 | 9 | 0.4% | |
| 0.6666666667 | 1 | < 0.1% | |
| 0.75 | 1 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 2343 | 94.9% | |
| 0.5 | 12 | 0.5% | |
| 0.6666666667 | 1 | < 0.1% | |
| 0.75 | 1 | < 0.1% | |
| 1 | 102 | 4.1% |
| Value | Count | Frequency (%) | |
| 2 | 9 | 0.4% | |
| 1 | 102 | 4.1% | |
| 0.75 | 1 | < 0.1% | |
| 0.6666666667 | 1 | < 0.1% | |
| 0.5 | 12 | 0.5% |
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.348933009 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 1395 |
| Zeros (%) | 56.5% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.581912649 |
|---|---|
| Coefficient of variation (CV) | 1.172714018 |
| Kurtosis | -1.378563292 |
| Mean | 1.348933009 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.4680512351 |
| Sum | 3329.166667 |
| Variance | 2.502447629 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) | |
| 0 | 1395 | 56.5% | |
| 3 | 932 | 37.7% | |
| 5 | 70 | 2.8% | |
| 2 | 41 | 1.7% | |
| 2.5 | 9 | 0.4% | |
| 4 | 6 | 0.2% | |
| 4.5 | 5 | 0.2% | |
| 2.333333333 | 3 | 0.1% | |
| 3.5 | 3 | 0.1% | |
| 3.666666667 | 2 | 0.1% | |
| Other values (2) | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 1395 | 56.5% | |
| 2 | 41 | 1.7% | |
| 2.333333333 | 3 | 0.1% | |
| 2.5 | 9 | 0.4% | |
| 2.666666667 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5 | 70 | 2.8% | |
| 4.666666667 | 1 | < 0.1% | |
| 4.5 | 5 | 0.2% | |
| 4 | 6 | 0.2% | |
| 3.666666667 | 2 | 0.1% |
day
Real number (ℝ≥0)
| Distinct | 31 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.57536467 |
|---|---|
| Minimum | 1 |
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 13 |
| Q3 | 21 |
| 95-th percentile | 30 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 9.298695642 |
|---|---|
| Coefficient of variation (CV) | 0.6849683872 |
| Kurtosis | -1.031987465 |
| Mean | 13.57536467 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.4293305983 |
| Sum | 33504 |
| Variance | 86.46574065 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) | |
| 2 | 144 | 5.8% | |
| 1 | 135 | 5.5% | |
| 4 | 133 | 5.4% | |
| 14 | 124 | 5.0% | |
| 16 | 118 | 4.8% | |
| 3 | 116 | 4.7% | |
| 7 | 111 | 4.5% | |
| 13 | 111 | 4.5% | |
| 8 | 107 | 4.3% | |
| 29 | 104 | 4.2% | |
| Other values (21) | 1265 | 51.2% |
| Value | Count | Frequency (%) | |
| 1 | 135 | 5.5% | |
| 2 | 144 | 5.8% | |
| 3 | 116 | 4.7% | |
| 4 | 133 | 5.4% | |
| 5 | 100 | 4.1% |
| Value | Count | Frequency (%) | |
| 31 | 64 | 2.6% | |
| 30 | 93 | 3.8% | |
| 29 | 104 | 4.2% | |
| 28 | 92 | 3.7% | |
| 27 | 52 | 2.1% |
month
Real number (ℝ≥0)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.769854133 |
|---|---|
| Minimum | 1 |
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 3 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 4.460122692 |
|---|---|
| Coefficient of variation (CV) | 0.7730044103 |
| Kurtosis | -1.779658775 |
| Mean | 5.769854133 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.1558427945 |
| Sum | 14240 |
| Variance | 19.89269443 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 1 | 683 | 27.7% | |
| 2 | 446 | 18.1% | |
| 9 | 433 | 17.5% | |
| 12 | 337 | 13.6% | |
| 10 | 257 | 10.4% | |
| 3 | 150 | 6.1% | |
| 11 | 136 | 5.5% | |
| 8 | 26 | 1.1% | |
| (Missing) | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 683 | 27.7% | |
| 2 | 446 | 18.1% | |
| 3 | 150 | 6.1% | |
| 8 | 26 | 1.1% | |
| 9 | 433 | 17.5% |
| Value | Count | Frequency (%) | |
| 12 | 337 | 13.6% | |
| 11 | 136 | 5.5% | |
| 10 | 257 | 10.4% | |
| 9 | 433 | 17.5% | |
| 8 | 26 | 1.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 1 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2467 | 99.9% | |
| 0 | 1 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 1723 | 69.8% | |
| 0 | 745 | 30.2% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | 28 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 2440 | 98.8% | |
| 1 | 28 | 1.1% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | 8 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 2460 | 99.6% | |
| 1 | 8 | 0.3% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 2214 | 89.7% | |
| 1 | 254 | 10.3% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1362 | 55.2% | |
| 1 | 1106 | 44.8% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 1342 | 54.4% | |
| 0 | 1126 | 45.6% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | 24 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 2444 | 99.0% | |
| 1 | 24 | 1.0% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 1 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2467 | 99.9% | |
| 0 | 1 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1253 | 50.7% | |
| 1 | 1215 | 49.2% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 2228 | 90.2% | |
| 1 | 240 | 9.7% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 1 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2467 | 99.9% | |
| 0 | 1 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 1 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2467 | 99.9% | |
| 0 | 1 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | 1 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 2467 | 99.9% | |
| 1 | 1 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 1 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2467 | 99.9% | |
| 0 | 1 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 8 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2460 | 99.6% | |
| 0 | 8 | 0.3% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 1846 | 74.8% | |
| 0 | 622 | 25.2% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 8 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2460 | 99.6% | |
| 0 | 8 | 0.3% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 10 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2458 | 99.6% | |
| 0 | 10 | 0.4% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 10 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2458 | 99.6% | |
| 0 | 10 | 0.4% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 10 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2458 | 99.6% | |
| 0 | 10 | 0.4% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 1 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2467 | 99.9% | |
| 0 | 1 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 1 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2467 | 99.9% | |
| 0 | 1 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 8 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2460 | 99.6% | |
| 0 | 8 | 0.3% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1934 | 78.3% | |
| 1 | 534 | 21.6% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 1 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2467 | 99.9% | |
| 0 | 1 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 1 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2467 | 99.9% | |
| 0 | 1 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 1683 | 68.2% | |
| 0 | 785 | 31.8% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 47 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2421 | 98.1% | |
| 0 | 47 | 1.9% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 1684 | 68.2% | |
| 0 | 784 | 31.8% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 1 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2467 | 99.9% | |
| 0 | 1 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 1662 | 67.3% | |
| 0 | 806 | 32.6% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 1533 | 62.1% | |
| 0 | 935 | 37.9% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 1 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2467 | 99.9% | |
| 0 | 1 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 1363 | 55.2% | |
| 0 | 1105 | 44.8% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 1807 | 73.2% | |
| 0 | 661 | 26.8% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1380 | 55.9% | |
| 1 | 1088 | 44.1% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 7 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2461 | 99.7% | |
| 0 | 7 | 0.3% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1807 | 73.2% | |
| 1 | 661 | 26.8% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 1789 | 72.5% | |
| 0 | 679 | 27.5% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | 61 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 2407 | 97.5% | |
| 1 | 61 | 2.5% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | 123 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 2345 | 95.0% | |
| 1 | 123 | 5.0% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1684 | 68.2% | |
| 1 | 784 | 31.8% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 1 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2467 | 99.9% | |
| 0 | 1 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 50 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2418 | 97.9% | |
| 0 | 50 | 2.0% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 1 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2467 | 99.9% | |
| 0 | 1 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 1845 | 74.7% | |
| 0 | 623 | 25.2% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 178 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2290 | 92.8% | |
| 0 | 178 | 7.2% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1973 | 79.9% | |
| 1 | 495 | 20.0% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 2468 | > 99.9% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 2008 | 81.3% | |
| 1 | 460 | 18.6% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | 74 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 2394 | 97.0% | |
| 1 | 74 | 3.0% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 1 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2467 | 99.9% | |
| 0 | 1 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 1 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2467 | 99.9% | |
| 0 | 1 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 2468 | > 99.9% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 1310 | 53.1% | |
| 0 | 1158 | 46.9% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 1 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2467 | 99.9% | |
| 0 | 1 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1390 | 56.3% | |
| 1 | 1078 | 43.7% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | 45 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 2423 | 98.1% | |
| 1 | 45 | 1.8% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | 66 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 2402 | 97.3% | |
| 1 | 66 | 2.7% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1302 | 52.7% | |
| 1 | 1166 | 47.2% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 1373 | 55.6% | |
| 0 | 1095 | 44.3% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 5 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 2463 | 99.8% | |
| 0 | 5 | 0.2% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | 1 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 2467 | 99.9% | |
| 1 | 1 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | 1 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 2467 | 99.9% | |
| 1 | 1 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
| Distinct | 48 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.72568882 |
|---|---|
| Minimum | 0 |
| Maximum | 47 |
| Zeros | 58 |
| Zeros (%) | 2.3% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 12 |
| median | 24 |
| Q3 | 36 |
| 95-th percentile | 45 |
| Maximum | 47 |
| Range | 47 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 13.90350222 |
|---|---|
| Coefficient of variation (CV) | 0.5860104768 |
| Kurtosis | -1.18391074 |
| Mean | 23.72568882 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.05077115563 |
| Sum | 58555 |
| Variance | 193.3073739 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=48)
| Value | Count | Frequency (%) | |
| 3 | 62 | 2.5% | |
| 23 | 61 | 2.5% | |
| 31 | 61 | 2.5% | |
| 27 | 60 | 2.4% | |
| 1 | 60 | 2.4% | |
| 0 | 58 | 2.3% | |
| 21 | 57 | 2.3% | |
| 26 | 57 | 2.3% | |
| 39 | 56 | 2.3% | |
| 32 | 56 | 2.3% | |
| Other values (38) | 1880 | 76.1% |
| Value | Count | Frequency (%) | |
| 0 | 58 | 2.3% | |
| 1 | 60 | 2.4% | |
| 2 | 41 | 1.7% | |
| 3 | 62 | 2.5% | |
| 4 | 56 | 2.3% |
| Value | Count | Frequency (%) | |
| 47 | 55 | 2.2% | |
| 46 | 51 | 2.1% | |
| 45 | 47 | 1.9% | |
| 44 | 56 | 2.3% | |
| 43 | 56 | 2.3% |
year
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 19.3 KiB |
| 2013 | |
|---|---|
| 2012 | |
| 1970 | 1 |
| Value | Count | Frequency (%) | |
| 2013 | 1278 | 51.8% | |
| 2012 | 1189 | 48.2% | |
| 1970 | 1 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.998784933 |
| Min length | 3 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| battery_level | battery_plugged | battery_status | day | month | packages_running_android | packages_running_ch.smalltech.battery.free | packages_running_com.android.bluetooth | packages_running_com.android.calculator2 | packages_running_com.android.chrome | packages_running_com.android.contacts | packages_running_com.android.defcontainer | packages_running_com.android.keychain | packages_running_com.android.launcher | packages_running_com.android.mms | packages_running_com.android.musicfx | packages_running_com.android.nfc | packages_running_com.android.noisefield | packages_running_com.android.packageinstaller | packages_running_com.android.phone | packages_running_com.android.providers.applications | packages_running_com.android.providers.calendar | packages_running_com.android.providers.contacts | packages_running_com.android.providers.downloads | packages_running_com.android.providers.drm | packages_running_com.android.providers.media | packages_running_com.android.providers.settings | packages_running_com.android.providers.telephony | packages_running_com.android.providers.userdictionary | packages_running_com.android.settings | packages_running_com.android.stk | packages_running_com.android.systemui | packages_running_com.android.vending | packages_running_com.google.android.apps.books | packages_running_com.google.android.apps.genie.geniewidget | packages_running_com.google.android.apps.maps | packages_running_com.google.android.apps.plus | packages_running_com.google.android.apps.uploader | packages_running_com.google.android.backup | packages_running_com.google.android.browser | packages_running_com.google.android.calendar | packages_running_com.google.android.deskclock | packages_running_com.google.android.email | packages_running_com.google.android.exchange | packages_running_com.google.android.gallery3d | packages_running_com.google.android.gm | packages_running_com.google.android.gms | packages_running_com.google.android.googlequicksearchbox | packages_running_com.google.android.gsf | packages_running_com.google.android.gsf.login | packages_running_com.google.android.inputmethod.latin | packages_running_com.google.android.inputmethod.latin.dictionarypack | packages_running_com.google.android.location | packages_running_com.google.android.music | packages_running_com.google.android.onetimeinitializer | packages_running_com.google.android.partnersetup | packages_running_com.google.android.setupwizard | packages_running_com.google.android.syncadapters.contacts | packages_running_com.google.android.talk | packages_running_com.google.android.videos | packages_running_com.google.android.youtube | packages_running_com.googlecode.android_scripting | packages_running_com.googlecode.pythonforandroid | packages_running_com.halfbrick.fruitninjafree | packages_running_com.rovio.angrybirdsspace.ads | packages_running_com.tf.thinkdroid.sg | packages_running_de.kicktipp.mbookmark | packages_running_edu.udo.cs.ess.mobidac.target | packages_running_org.openintents.filemanager | packages_running_stream.android | slot | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 25.0 | 1.0 | 2.0 | 31.0 | 8.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 3.0 | 2012.0 |
| 1 | 3.0 | 0.0 | 0.0 | 31.0 | 8.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 4.0 | 2012.0 |
| 2 | 1.0 | 1.0 | 4.5 | 31.0 | 8.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 8.0 | 2012.0 |
| 3 | 0.0 | 1.0 | 5.0 | 31.0 | 8.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 12.0 | 2012.0 |
| 4 | 0.0 | 0.5 | 4.0 | 31.0 | 8.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 16.0 | 2012.0 |
| 5 | 0.0 | 0.0 | 0.0 | 31.0 | 8.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 17.0 | 2012.0 |
| 6 | -2.0 | 0.0 | 0.0 | 31.0 | 8.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 18.0 | 2012.0 |
| 7 | -3.0 | 0.0 | 3.0 | 31.0 | 8.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 19.0 | 2012.0 |
| 8 | -3.0 | 0.0 | 0.0 | 31.0 | 8.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 21.0 | 2012.0 |
| 9 | -3.0 | 0.0 | 0.0 | 31.0 | 8.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 22.0 | 2012.0 |
Last rows
| battery_level | battery_plugged | battery_status | day | month | packages_running_android | packages_running_ch.smalltech.battery.free | packages_running_com.android.bluetooth | packages_running_com.android.calculator2 | packages_running_com.android.chrome | packages_running_com.android.contacts | packages_running_com.android.defcontainer | packages_running_com.android.keychain | packages_running_com.android.launcher | packages_running_com.android.mms | packages_running_com.android.musicfx | packages_running_com.android.nfc | packages_running_com.android.noisefield | packages_running_com.android.packageinstaller | packages_running_com.android.phone | packages_running_com.android.providers.applications | packages_running_com.android.providers.calendar | packages_running_com.android.providers.contacts | packages_running_com.android.providers.downloads | packages_running_com.android.providers.drm | packages_running_com.android.providers.media | packages_running_com.android.providers.settings | packages_running_com.android.providers.telephony | packages_running_com.android.providers.userdictionary | packages_running_com.android.settings | packages_running_com.android.stk | packages_running_com.android.systemui | packages_running_com.android.vending | packages_running_com.google.android.apps.books | packages_running_com.google.android.apps.genie.geniewidget | packages_running_com.google.android.apps.maps | packages_running_com.google.android.apps.plus | packages_running_com.google.android.apps.uploader | packages_running_com.google.android.backup | packages_running_com.google.android.browser | packages_running_com.google.android.calendar | packages_running_com.google.android.deskclock | packages_running_com.google.android.email | packages_running_com.google.android.exchange | packages_running_com.google.android.gallery3d | packages_running_com.google.android.gm | packages_running_com.google.android.gms | packages_running_com.google.android.googlequicksearchbox | packages_running_com.google.android.gsf | packages_running_com.google.android.gsf.login | packages_running_com.google.android.inputmethod.latin | packages_running_com.google.android.inputmethod.latin.dictionarypack | packages_running_com.google.android.location | packages_running_com.google.android.music | packages_running_com.google.android.onetimeinitializer | packages_running_com.google.android.partnersetup | packages_running_com.google.android.setupwizard | packages_running_com.google.android.syncadapters.contacts | packages_running_com.google.android.talk | packages_running_com.google.android.videos | packages_running_com.google.android.youtube | packages_running_com.googlecode.android_scripting | packages_running_com.googlecode.pythonforandroid | packages_running_com.halfbrick.fruitninjafree | packages_running_com.rovio.angrybirdsspace.ads | packages_running_com.tf.thinkdroid.sg | packages_running_de.kicktipp.mbookmark | packages_running_edu.udo.cs.ess.mobidac.target | packages_running_org.openintents.filemanager | packages_running_stream.android | slot | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459 | -1.0 | 0.0 | 0.0 | 7.0 | 3.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 26.0 | 2013.0 |
| 2460 | -1.0 | 0.0 | 0.0 | 7.0 | 3.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 27.0 | 2013.0 |
| 2461 | 0.0 | 0.0 | 3.0 | 7.0 | 3.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 28.0 | 2013.0 |
| 2462 | 0.0 | 0.0 | 0.0 | 7.0 | 3.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 29.0 | 2013.0 |
| 2463 | 0.0 | 0.0 | 0.0 | 7.0 | 3.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 30.0 | 2013.0 |
| 2464 | 0.0 | 0.0 | 0.0 | 7.0 | 3.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 31.0 | 2013.0 |
| 2465 | -1.0 | 0.0 | 3.0 | 7.0 | 3.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 32.0 | 2013.0 |
| 2466 | -1.0 | 0.0 | 3.0 | 7.0 | 3.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 36.0 | 2013.0 |
| 2467 | 0.0 | 0.0 | 0.0 | 7.0 | 3.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 38.0 | 2013.0 |
| 2468 | 0.0 | 0.0 | 0.0 | 7.0 | 3.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 39.0 | 2013.0 |